pyladiesams/mlops-event-feb2023

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pyladiesams/mlops-event-feb2023

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MLOps talks - joint effort with Amsterdam MLOps.community

bootcamp-bringing-ML-models-into-production-intermediary-jun-aug2021

6 week-long Python hands-on MLOps Bootcamp following a real-life industry scenario.

Jupyter Notebook

Bootcamp-Data-Analysis-beginner-apr-may2020

Python Bootcamp Data Analysis for Beginners

Jupyter Notebook

conformal-prediction-jan2024

An introduction to conformal prediction

Jupyter Notebook

web-scraping-beginner-may2021

An introduction to Web Scraping with Python and Azure Functions.

personalization-with-text-to-image-diffusion-models-feb2024

Get familiar with different fine-tuning techniques for text-to-image models, and learn how to teach a diffusion model a concept of your choosing

Jupyter Notebook

OOP-advanced-jan2020

A Deep Dive into Object Oriented Programming in Python january 2020 - february 2020

Jupyter Notebook

geodata-in-python-oct2023

Learn the basics of geospatial data theory, covering raster, vector, and related concepts. Gain hands-on experience with Python libraries for geospatial data.

Jupyter Notebook

Azure-functions-beginner-mar2020

An introduction to Azure functions in Python.

snowflake-apr2023

An introduction to Data Science using Snowflake

Jupyter Notebook

Jupyter-refactoring-beginner-jul2020

First steps to refactor Jupyter notebooks with ease

Jupyter Notebook

advanced-pandas-nov2019

A deep dive into Advanced Pandas

Jupyter Notebook

classification-bias-beginner-apr2021

Basics of classification and bias

ml-fairness-beginner-nov2021

Assess fairness of machine learning models and choose an appropriate fairness metric for your use case with Fairlearn

Jupyter Notebook

containerized-model-serving-with-fastapi-advanced-jun2022

Model Serving with FastAPI

pyro-may2023

Meet Uber's Pyro - popular framework for probabilistic programming. Learn how to introduce regularization and prior assumptions into a model, at first for a simple use case of Bayesian Linear Regression and later in an introduction to deep generative models with Pyro.

Jupyter Notebook

tech-presentations-beginner-mar2021

How to structure technical presentations and deliver them with confidence

ai-in-finance-python-lecture-beginner-may2022

AI in Finance - Python interactive lecture for students studying Finance

Jupyter Notebook

global-ai-developer-days-beginner-oct2022

Azure AI workshops

pyspark-nov2019

An introduction to PySpark

ml-fairness-advanced-feb2022

Learn different techniques for mitigating fairness-related harms using Fairlearn.

Jupyter Notebook

global-ai-bootcamp-mar2023

Azure AI workshops

101-django-rest-framework-jan2023

Learn all things to get started with a project using Django Rest Framework

time-series-forecasting-sep2023

Time series forecasting for business workshop. Learn how to quickly prototype forecasts with pycaret

Jupyter Notebook

global-ai-bootcamp-beginner-jan2022

Azure AI workshops

vizualisation-sep2019

Use Matplotlib and Seaborn to explore data.

Jupyter Notebook

graphdbs-gqlalchemy-beginner-mar2022

Learn about Graph Databases and query them in Python with GQLAlchemy

Jupyter Notebook

github-nov2019

An introduction to Git, GitHub and Python virtual environments

data-interpretation-beginner-sep2020

An introduction to Data Interpretation and Storytelling with Python

Jupyter Notebook

NLP-beginner-nov2020

Intro to NLP with NLTK, spaCy, and gensim

pytest-aug2019

How to use Pytest, it's best practices and how proper tests are done.

flask-okt2019

Build a web app with Flask and host it in the cloud.

cloud-native-web-app-beginner-aug2022

Introduction to cloud-native web applications with Python

privacy-aware-ml-ds-nov2023

Learn how to apply core privacy principles and techniques to the data science and machine learning workflows with Python open source libraries for privacy-preserving machine learning.

llm-guardrails-jul2024

Dive into the world of LLM Guardrails using tools like NVIDIA’s NeMo Guardrails. Discover the mechanisms that ensure applications produce reliable, robust, safe, and ethical outputs, and understand their crucial role in LLMs

Jupyter Notebook

Bokeh-visualisation-beginner-aug2020

Easily make interactive plots and dashboards with Bokeh

Jupyter Notebook

tf-hub-beginner-oct2020

An introduction to TensorFlow Hub and Object Detection with TensorFlow pre-trained models

ETL-intermediate-dec2020

Talks co-organized with PyAmsterdam about ETL/ELT in action in the cloud

global-ai-bootcamp-mar2024

Azure Open AI Workshop: earn how to interact with OpenAI models

python101-beginner-jul2022

Python workshop for complete beginners

communicating-about-models-beginner-dec2021

An Introduction to Communicating about your Models

careers-with-python-beginner-apr2022

Career paths in general, in Data Engineering and Educational Sciences with Python

deepLearningPyTorch-beginner-nov2022

Learn the basics of PyTorch and how to use it for more advanced applications

Jupyter Notebook

model-drift-beginner-dec2022

Learn how to handle model drift and perform test-based model monitoring

Jupyter Notebook

careers-with-python-beginner-feb2021

Career paths Bioinformatics, Astrochemical research, Data science lifecycle with Python

introduction-to-llm-agents-with-langchain-jun2024

Workshop on working with LLM Agents using LangChain.

Jupyter Notebook

nlp-projects-with-spacy-may2024

NLP projects with spaCy

Jupyter Notebook